{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 饼图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = [10, 20, 30, 40, 50]\n",
    "\n",
    "plt.pie(x, autopct='%.2f%%')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Pandas获取Excel数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>省份</th>\n",
       "      <th>销量</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>广东</td>\n",
       "      <td>12932</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>山东</td>\n",
       "      <td>9622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>湖北</td>\n",
       "      <td>9505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>江苏</td>\n",
       "      <td>7898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>浙江</td>\n",
       "      <td>7675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>河北</td>\n",
       "      <td>7315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>广西</td>\n",
       "      <td>5164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>上海</td>\n",
       "      <td>5132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>北京</td>\n",
       "      <td>4885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>四川</td>\n",
       "      <td>4468</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   省份     销量\n",
       "0  广东  12932\n",
       "1  山东   9622\n",
       "2  湖北   9505\n",
       "3  江苏   7898\n",
       "4  浙江   7675\n",
       "5  河北   7315\n",
       "6  广西   5164\n",
       "7  上海   5132\n",
       "8  北京   4885\n",
       "9  四川   4468"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_excel('data/plot.xlsx', sheet_name='pie1')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "citys, values = df.省份, df.销量"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(4, 4))\n",
    "\n",
    "plt.pie(values,\n",
    "        autopct='%.1f%%', # 显示百分比\n",
    "        pctdistance=0.8, # 百分比文字的位置\n",
    "        labels=citys, # 添加标签\n",
    "        labeldistance=1.2, # 标签的位置\n",
    "        # shadow=True, # 是否有阴影\n",
    "        textprops={'fontsize': 12, 'color': 'blue'}, # 设置文字大小\n",
    "        explode=[0, 0, 0.1, 0, 0, 0.1, 0, 0, 0, 0], # 设置每个块的凸出程度\n",
    "        )\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 甜甜圈"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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WzLy47UVe2fkKJpvJ0SYVY925dYhOXvbqYQ7iza1m4nJk3hntVOlz3hhhINxLZOjCArzfz2HAtwXkWeDRvnavN8BV5PSjrlx4ypUMk8L4Djpu+aWAwNm5bDlXtbulKtN5IoJ/R97bEFUr05msEi+tOML0RfvJM9vUhbwGSrMQ4rlz5/Lkk0/i7e0NQJs2bdBqtZw/fx5JktixYwd9+vSpcJ7ExEQyMzPr2lzA7gmfzjzNxFUT7eliDZC/Yv9CUiQY5ph84u3nbby/08KHY50Ir4LHGugqcvAhF9ZNMvLhWCdcdDCstYbR4Zfjxi56AT8XkS3nbBg0cDJN5rlBet7dUYcLo6IWZfRM0nNNLNkbW6tTbzyWzJiP/mb/+Ux1V14DpMkL8erVq4mKiuKRRx5Bkuw5oWfOnMFms9G6dWv27dvHvn37uPHGG0ucGxUVxfz585k6dSodO3YkJCSE48dLFk2/eoV6/Pjx/PHHH9WyV5LtNi48upC7191NXG7DbcyZY8lhV8IubBEj6/3aSXkyd/xqYkJHLQ/1qXr8VisKXNdWh4teIN8K74wquVi7N16iX0sNsdkKPQM13NxeS0xWHYpYj0kIXq2Zuapuwk8puWbu+WYPP+yKAUq+b1UcR5MWYkmSeP3117njjjvw9/dHURRGjx5dtH354MGDbN26lXHjxtGxY8ei81JTUxEEgYyMDJ555hlsNhvvv/8+GRkZ9OvXryjW7OLigiAILFy4kKioKM6cOcOiRYv4/fffyc3NLdWm8rDJNvJt+UzbNI05kXOKsiQaMuvOrUPr5AFBvevtmnkWhRuWFOBuEPj25tK3olcGRVF4d4eZ8R20DA4pmUC0+LCVu7vZF2DrfHFUa0AZ+TIJmfmsOZJYZ5exyQpvrDrOi8sPI8mKupDXQGjS6Wu7d+/m5MmTfPfddwB4eXnx55/21X6bzcZTTz3FsWPHior2LF68mFdeeYW4uDi6detG//79SUxMxMXFpWhOs9lMYWEhADqdjmeeeYbPP/+cjz/+GACtVstdd93FhAkTqmSrTbaRlJ/EtD+mcSH3Qk1fer2x5cIWrJIV3bBn4ae76uWaT20o5GCSzHf/ceJ0+uWYZ5CbQJCbSK5Z4VS6TGc/EaOu7EW/X47ZOJYi8/OtJcU8MVfGywhOWoHWngKRiTK/nbQR6llHKWy9p4BrAC8tKJmnXhf8tO8CZ1Ly+GZyH1wNWjXFzcE0+XrECQkJBAUFlTheWFjIm2++yZgxYxg9ejQAWVlZLF68mLFjx9K2bdt6s1FSJI6kHuHRzY9WultGQ2LOiDkMD+yH9t3gWp/7u4MW3thqJuZJt6JjHu/lkFNKqHbmcD1vjHBia4yNkd8X8O90F3oElp7SZpMVOn6ez7gIDZ9dX1KIv9xn4ab2WoLdRSRZ4fZfTeyMlVh6i5GRYbXsv+hdUJ48xrl8HaM+/Lvi8bVIkIcTC+7rS9sAN7VWhQNp8kLcGFh/bj2v7ni1yh0zGgrXhl7L7OGz4bsbIWa7o81pfAx9FmXky9zy1R4iY+tnMfhKjDoNH97eneu6BDa4glbNBfV+xMHMOzyP57c932hFGGBb3DbMNjMMecrRpjQ+nDxRhjzFiaQ8h4gw2FPcZiyJ5Idd5x1yfRVViB3CpZuQd/e8y2f/fuZga2qOyWZiy4Ut2EIGONqUxsfgx0Fn5MmfDzrUDEWBmauO8elftZO/rFI1VCGuZ2RFRkbmpe0vseTkEkebU2usP7cerd4F2tTNTrsmias/yoAZRF7I5nRynqOtAeCjP07z9lp7+pwataw/VCGuRyRZwibbeHzz46yJXuNoc2qVHfE7KLAWwOAnHG1K42HoMyBqefynfx1tSTHmb4/mxeWHUUDd/FFPqEJcT0iyhEW2MO2PaWyL2+Zoc2odi2zhr9i/sAX3rXiwCni0QunzINvPZhKfWehoa0rw074LPL70XxRFrVFRH6hCXA/IioysyDz858McSD7gaHPqjPXn1qPVGaHjzY42pcGjDH8BBYWnfznoaFPKZM3hRB78fj+yoqiecR2jCnEdcynO9szfzzRpEQbYlbiLPEseDHzU0aY0bHzaQM+72XQijbS8hp0ts+VUCo8t/RcUNWZcl6hCXMcIgsDMf2ay5UL99bFzFDbZxsaYjdiCujvalAaNMupVZEniuV8PVzy4AbD+aBIvrjii5hjXIaoQ1zEfH/iYlWdWOtqMemNDzAa0WifodqejTWmYBHZD6DyBFQeTyC1s+LVELvHL/gtF2RQqtY8qxHXId8e+Y8HRBY42o17Zl7TPvk27/3RHm9IgUUa9hs1q4ZWV5TcEbYjM3x7NF1vOONqMJokqxHWArMisPruaj/Z/5GhT6h1JkVh/bj22gM4gqG+vYrTqj9BuLIv2xGOpTEfQBsj/bTzFkj3n1XhxLaN+UmoZSZbYGb+T13e+7vC+co7CHp4wQK/JjjalQaFc8yZmi4X/rStZ07ox8erKo6w/mqSW0KxFmnQZzPrGJts4lnaMp7c+jU2pOP6XezSXhO8TaP9B+6JjiqSQvCyZzJ2ZyAUyhiADQZODcG7jXCkbkn9LJvX31FKf8/uPH77X+RI7JxZLuoXWT7bGqaW9xVD65nR8RvlU6hoVEZkcSbopHZ++D8CBhbUyZ6MnYhRCyEC++vM0cuN0houQFXj6l4OseHgw7QJc1RKatYD6G6wlbLKN2JxYHvnrEQqlihP0C+MLifsqDq76UKb8lkL65nS8hnsRdF8QiqJw/uPzSAVSpezwHuFNxMyIYo/Wz7QGEYyhRnL/zUVRFNx7uJP+R7rdlguF1KbzrqCw7tw6bH7tQVS/6wGUMW+QX1jIx382jVoOhVaZB7/fR57ZhuSAbxar1Vqt8xpqSEUV4lpAVmQskoUZm2eQY8mpcHxBdAHn3jmH3q94ix8pXyJtUxrB04IJvDUQr6FehMwIQcqXyD9RsvFpaei8dBjDjMUe+SfyMbY24t7THUuaBZe2Lrh2d8WaZn8zZ+7IxGuIV9VfeDlsOLcBrUYP/abV6ryNkg43IrTozod/1Kwrc0MjIbuQqT/sB4R6FbjVq1cTGhpKRkZGlc9duHAhw4YNIykpqQ4sqz6qENcCoiDy2s7XKt1fruBUAYF3BuI9yrvYccEgEP5yOB59PIqOaVzthc2VasbjbDk2Mv7KwP8Wf/sBBRDs+c2KomDLtSHqRURD7b4VDqcdJjk/WY0TCyLKmDfIyi9kwc5zjram1tkXk8nrvx+t1xzjgQMHkpmZyQcffFDlc7/66iv0ej2BgYF1YFn1UYW4hsiKzM8nf2bT+U2VPsfnWh+8hpb0QEWtiDG0eLeI3MO5IFDpGPHVZGzJQO+vx62LvcOF1kOLOdmMOcmMzkNH5t+ZeA2rXW/4Emuj12LziQBt5VvdNzm63obg25a31p50tCV1xuI9sSzZc77ealL4+voyffp02rVrV+y4JEnk5+djMpkAsFgsxTz19evXc+DAAebMmVNiTqvVSn5+flGD4fpGDeDVAJtsIzo7mv/b939VOk+oZEsa2SaTujoVj74e6Lx0VbZPsSlkbMnAf7x/0TH3Hu6k/JZCbmQuIU+GkPtvbokQSW2xIWYD93e9HwbMgB0fVn8iZ2/wbG1/uLcAjQG0etCU8pAsUJgN5hz7//NTIS8Z8lIgNwls9VhgR6NDGf0aqdkF/BoZX3/XdQAzVx2jQ6A73YI9anXx7vnnny/X873//vtLHHvmmWeYPXs206ZN4/vvvy/xfNeuXcucb/v27QwZMqR6xtYAVYiriazIWGUrT215qs66a6SuTMWaYSX06dBqnZ8TmYNslvEc6Fl0TOuhpd377ZDNMnnH83Dv5U7sZ7EURBUQ/HAwrh1da8d44ETGCeJz4wnqMQmhIiEWBPDrCCEDwLcdeIWCTwR4BIPuirsBWQJFpmh18WKo5eIkl48jgKgpnsusyJAdBwkHIfkoJB+z/z/rvL0yem3T815wD+bVRftrf+4GhlVSmP7jAf58ajhuTgJiLfW/c3FxISQkhD179lQ4VpZlzGYzrq729/Bbb73Fa6+9hkaj4eeff+bll19m/fr1JTzpS+cWFBQQFhZWK3ZXFVWIq4koiLy+83Vic2PrZP78U/mkrksl6J4g9P7V81izdmXh1sOtRPxXNNhjwvkn8/Ec6Ik50Yzvdb6krkmtVSEGWBO9hge6PoBW7wqWK4qf64zQsrddeEMGQav+YHC1i6Vss2dblLYhRNQApTcErRBBBM8QcG8J7a8DzcW7DKsJUk7Aub8hahNc2Gu3oSZonVBGvExcRgGbjqfUbK5GQmqumed+PcS8//aptTldXFyQJKlaMd3gYHsz28zMTObMmcOjjz7K2LFjOXHiBG+//TZvvvkmERERtWZrTVBjxNVAUiSWnVrGhpgNdTK/NcvKhS8v4N7LvcSCXmWRTBJ5R/KKLfxdSUF0AcYwI9Z0K06tnXDr6VaURVGbbIjZgFbU2lsCeYfb+9pN3QIvxcF9a2HESxA+0i7CYBdLjb5ud+WJmssiDPYvhaCe9qpxU9bDi7Fw+yK7R+vWonrX6DcVXHx4fkXjKOxTW2w6nsxPe2NrbbOHVqutdqoa2NPVpk6dirOzM++88w4AGRkZLF68mLy8htEVBVSPuMrYZBsxOTG8v+/9OplfKpQ4//F5RCeRlg+0rPY8uYdyAXDtWrqHm70rm4DbAsjZn1OrOcRXY7KZyDFn4zbkaYThL9hDC4JwWWgbSp6xIFwWZ70LtL8eOt5kP55yAo7+Cv/+aI8zV4TBDWXYc5xJyWfX2aqnWDV2Zq05zpC2vgR6OKEVa/6FKlczT7mwsJDp06ezfPlylixZQmZmJpmZmWRnZwOQlpZGXJw908lqtWKxWGjXrp1Dqsw1kE9B40BWZGyyjae2PIVZMtfJNZKWJFEYW0jLB1tiSboce9Z6atF56ZBMEpYkC4aWBkR92W/yvGN5OLV2KnWMNcuK6Cwi6kV0vjoKzxeSE5mDzrfqC4KlYdQauSHsBsa3GU93/+5IsnSF8FYzrFDfaK74aPh1gBEv2x+nN8L+b+Hs5oux6lIY8AjoXXn65131Y2sDo8Ai8diSf/n14UE1nktRFDSa6r1ndDodf/75JwBTpkxBq7X/TS8J+0033YR48YvikhCbTCacnOo/y0cV4iogCiKzds0iJiemzq6RvS8bFIifX3yV3e8/fgRMCMAUYyLm/Rgi3ozA2NpYxiyQfyIf997upT6XE5mD93B7yMO5jTOGIAPpG9IJfji4RrZ7O3lzV4e7uLvj3bjqXJEvbhvUNBbxLQtBAOHia2g7FjpcDzkJsH/BRS858fJYZ2+UwU9wJCGXIwnZjrG3AfDvhSw+/SuKJ8a0RayBh5mbm4vRWPb7vDw0Gg2HDh3Cw8MDne6yk3Hw4EF69uzJ3r176dKlS9FxRVEcVnNZUBrqnr8Ghk22cSD5AA9uetDRpjQ4QtxCmNx5MuPbjEcjaBq/8FYGRbnsER9bCX+/B2mn4Zr/oQx8hNEf7SA6rXK7IZsqGlFgxcOD6BzkXu2UtunTp3Pw4MFKZU2UhSRJPPvss8ycORNPT88iIT5y5AhdunRh7ty53HXXXfj41E6tleqgLtZVgbd3v+1oExoUnXw6MWfEHFZPWM3EthPRa/TNQ4TB7iWLGvuj080wYw/c+h1K/+nsjclu9iIMIMk178m3f//+UtPNqsKrr77KnDlzWL58eYnn4uLimDlzJiNGjCA5OblG16kJqhBXAkmR+O7Yd5zLaXpbVKuDr9GXtwa/xc83/szwVsMRBdGeGdFc0ejsMfCONyIIIkk5hfi5GhxtVYPgbGo+X2w9W61ddydOnCAyMpKhQ4dW+/rz5s3jvffe49133+WBBx4o8XxwcDCbN28mISGB4cOHk5iYWMosdY8qxBUgKzLppnTmHZ7naFMcjlbUcl/n+1g3cR03hN9QdEzlIhodaHTc0K0F218YyeOj22DUNZM7hHL4fMsZErJNVa7S9sorr+Dk5MT48eOrdd2vv/6ahx9+mNdee40XX3yx6Pilgj+XFuq6d+/Oxo0biY+P59prr8Vmq/8WVmqMuBI8teUp/oz909FmOJShLYfyUv+XaOnaElHtvFEpZFkho8DCSyuO8Mdxx932NgSGtvVl0QP9Kz0+MjKSAQMG8NBDD/Hpp59W+XqKojB58mT8/f2ZPXs2YBfgYcOGERMTg5ubG3FxccUWAtevX4/JZGLixIlVvl5NUYW4HGyyjX1J+5j2R/Mt5ejv7M8bA99gaPBQJFlqPjHgWkKWFURRYMme8/xvzQlMVscUlWkIfH1Pb0Z39K/0wt2hQ4cICQnBy6t6RalkWS7yei/x0UcfodPpmDhxIi1bVj9Pv7ZRhbgcbLKN8b+P53zOeUeb4hBGtBrBO0Pewag1qiGIGiLJCnGZBcxYEsnR+IprVjdFgr2MbH5mBHqtekd1NepvpAxkRWbB0QXNUoT1op6X+r3EZ6M+w0XnoopwLaARBVp6Gfl9xhAeGh5OLdXEaVTEZZr4fMuZeiuX2ZhQPeJSkBWZNFMaN/52IyabydHm1CthHmF8NOIjwj3C1VhwHaEoCntjMnjyp4MkZtdjWc4GgEErsvPFUfi46B22eaIhon7SSkEURN7e83azE+EJbSaw7KZlhLqHqiJchwiCQO8QLzY9NYzruzasThF1jdkm80kT6dtXm6ge8VXYZBuHUw8zeUPzafGjETS82O9F7uxwp0O3eTY3Li3kfbsjmrfWnqi1ksimc5FkbPqCltO/KTp2/v0byxzf+oU1lZ674NQ/FJzZjSJLGMP74Np5JACyxUTK8llIOan43fI6et8QAHL/XYdbz+uLzaHXiPz9/AgC3JxqrW5xY0cN/l2FVtTy+cHPHW1GvWHUGvlo+EcMamkv0KKKcP1xSYTuHxyGh5OOF1YcqXH5SEtaLGmrZyPoiheuCfzvxyXG5uxdgS0zodJzZ+/+lexdv+DadTSKZCN93Rxs6XF4DrsX05k9oCgYI/qRe2AVPtc+iiXlXKkF9y2SzEd/nOaDW7tX/QU2UVQhvgJJljiadpS9SXsdbUq94OPkw7xr5hHhGaGGIhyIIAhM7B2Mm5OOx5b+i0WqXtlHc8IpUpbNROvVAim/eMEhQ4u2xX6WCrIxRe/H7+bnKzW3LS+DrB0/4n/bmxhb2wVU4+pN7oHVeA67F1t2CobgTji16kLO3t8AyDv6F55D7il1vhWR8Tw+qi1BnkY0qlesxoivRCNq+PxQ8/CGg1yCWHz9YsI9w9Xc4AaAKAiM6RTAwil9q70br/DCMbxGPoBbzxsqHJuzdwV639YYI/pWbnJZxufax4pEGEDr5osi2Yu2K4qMwMU604qCVJCNoDUg6ksvKSnJCh9sPKWK8EVUIb6IJEscSzvGroSmX0M2wjOCJTcsIcAlQE1Na0BoRIEB4T4smdofd6eq/13c+43Htds1FY6TLSZy/12Pe//K7yDTuvvi2nX05TnMBeQeXIdz2wF22128sWYmYMuIR+PqRd7hTRXasuZwAmdT8mqtm0djRhXii2hEDR092/H1NV/Twrma7XEaAcFuwSy8diEeBg9VhBsgGlGga0sPfnloID4uVetVKFQyvJR/9C9EJxeMbSq/5fhK0jd9Qfy8qQiCBu9rHgbAuU1fzHHHyNj8DS6dRyLlpqHzLD8jRFZg9ibVKwZViAFQZBnzuRiyf/mVgX592ThxHYuvX0xbz7YVn9yI8DX6smDsAtz0bqoIN2C0GpE2fq6seGQQQR613y0iN3Idbt3HIVQzJOUU3AlDi3aYk89iOmtfT9G4eBE0dR7Bj3yHbMrF2HYgqb+9w4W591B4vuy+fRuPJZGYbaK5J2+pQgwIokj611+RNGsWUSNHkf7tQrq4tGX5jcv47T+/0Seg9rrSOgo3nRvzx87Hz9lPFeFGgFYj0tLTyLKHBuHpXDstrAAsydFY02Nx7jis2nO4dBqB/60zcetxHekbP0e22tuGiXonNM4eFMYeQdBosabH4dFvItm7l5U5l6zAgh0xtZa611hp9kKsKAq2tDSy164DQEpLI/Wjj4gaPpzUTz8lDF8WXLuADRM2MLrV6Apma5gYNAY+H/M5oe6hqgg3IrQakQB3A1/e3avWbt/zT25D5x+Gzqtq4TfFZsGWk1bsmHPbASgWE1JeetExc8Ip9C3aYctJRR8QjrFNf2zZ5Vee+3l/bLUzRZoKzV6IURTSFyyEq1p2y7m5pH89j6gRI0l+6y38TVrmjJrD1ls3c1u72xxkbNXRCBo+HP4h3fy6qSLcCNFqRPqH+/Dy9R1qZb6C07twjuhX5fPyT24n8Ycnkc0FRcesmQmg0aFxuVwdLf/4Vlw7jwBAqWR78ByTjWX747A1YzFu9kKsWK1kLSv71kkpLCRz8RLOjB5D/PMv4JqSx+sDX2fXHTuY3m16PVpaPV7p/wpDg4eiEdQUtcaKKAg8MCScW3rVrGyjLScVW0Y8huBOJZ5TJCvmxCjkwrxSz3VuOxBBayDl1zcwRR8g//hWsrb9gFuPcYh6e01fW14GopMrglaP1sMfS9JZCqJ2ofUIqNC27/6JqXZfu6ZA833lgGKzkbtpE3JubsWDbTZyVq0i+vobuPDIDDRnLvBoz0fZd+cenu/7fIP0Nm8Iu4Hb2t+mbtZoAiiKwnsTu9E92KPacxSePwyCiKFlSe9ayssg6YenKIw9Uuq5osGZgNtnIeqdSf39PTL//h633jfhNepyM11T1G5cu10LgCGoA3rfEHL2rcRjQMV3kGdT89gRldpsveJmX2vi/JT7KdhVvdxh5/798X34IVwGDMBqKWR97Cbe3vM2BbaCik+uY0LdQ1l20zL0Gr0qxE0EmyyTlW/luk+3k5prdrQ5tc6I9n58N6XqYZOmQLMWYltqKlHDR0AVe2ldjVOXzvhMm4bbmDHIko1tiTuZtWsWaYVpFZ9cBxg0Bn668Sd1ca4JYpNkjiXkcNtXu5rcApcgwK4XRxHoYax4cBOj2bpKis1G1vLlNRZhgMKjx4h//Amib7iR3NVrGNFyGH/d8gcLr11Ia7fWtWBt1Xih7wuEeYSpItwE0WpEurT04H/jOzvalFpHUWB5ZHyzDE80a4/47LjrsMTE1Pq82sBAfKZMwfPOOxC0Wk5mnWbWrlkcTT9a69e6mnGh4/hg+Ad1fh0Vx/PokkjWHHZM+/e6ol2AK5ueGu5oM+qdZinEiiRRePQoMXfcWafX0Xh64nXvvXhP/i+iszOxubG8u/c9dibsrJPrBboEsmr8KgwagxoXbuLIikJ2gZURs7eSbbJWfEIjYtNTw2jj74rYjEqyNs9PqyjawxJ1jJSVRdpnn3Fm+HBSZs+mpc2NL8d8yZ+3/MENYRVXyKoqL/R9AZ2oU0W4GSAKAm5GLa9c39HRptQ6KyLjmt1Ou2bpEcsWC1GDh1Quba0WEXQ6PCaMx2f6dPQtW5JlymTe0fksOr6oxnMPChrE19d8XQtWqjQ27pq3m13R6RUPbCQEeTjxz0uNcxdrdWl2rpNis5H7x5/1LsJwcfPIL8s4e81Y4p56GqcLaTzf93n23LGLx3s+jljNP4dO1PHagNeQZKmWLVZp6Eiywvu3dkPfhDZDJGQXsj8mo1mVx2w6f71KImi15G7a5FgjZJnc9es5d/PNxE6bDieimNptKvvu2s3rA17HSaxaxa3JnScT5BqkFnhvhmhEgWAvI5MHhTralFplRWQ8zak6ZrMLTSiyzOkBA5FzchxtSjGMvXrhO306rsOHYbOa+St+K7N2zSLHUr6dLVxasHrCagwaQz1ZqtIQKbDYGPZ/W0jLszjalFrB11XP/lcrLnLfVGhWHrEiyxQeOdLgRBjAFBnJhenTib75P+Rv+pOxIdew/batfD2m/EL1L/Z7Ua0joYJeK/Ls2PaONqPWSMuzcDIxp9nUKW5WQoyikLf1b0dbUS7m06dJeOZZzl47juxflzPQvy8bJqzjx+t+LFGovrNPZ0aFjFI3bqigFUVu79uKzkHujjal1vjrZEqziRM3KyEWNBrytm93tBmVwnrhAklvvMmZUaPJ/O57urq1Y/lNy1hx8wp6+fcC4OHuD2OTbQ62VKWhIMsKDw2PcLQZtcbfp1ObTUW2ZhUjlrKzOT1gII0xSVF0d8dr0iR8ptyH6OZGckEyga5Nt7eeSvWQZIVB7/1Fck7jLwqkFQUOvzEWZ33Tv+NrHl832NPW8v7e1ihFGEDOySH9q6+IGj6C5HffxV/jiWRTvWGVktwzoP7rm9QFNllhR1QatlqoB9PQaTZCLGi1jSYsUR5KYSF5W/9GMBjQaJu+p6BSNTSiwH8HhGLQNo2P9t+nU5vFVuem8deqJPk766bGQ33jfd/kWqkap9I0cTdqublHkKPNqBVUIW5iFJ46hZSR4WgzaoxgNOI5cSKC6g2rlIGswINDwh1tRq0Ql2kiOafQ0WbUOc1CiBWrFVPkv442o1Zwu+YaRGPzK5ytUnk0okD7QDf6h3k72pRaIfJ8ZpNPY2sWQoxWS+Hx4462olbwvGUiiqTWlFApH5skc//gMEebUSscistytAl1TrMQYkEQKDx+zNFm1BhtUBDOffsiaNSddCrlo9WIXNMpgGCvxn/3dCguG00TLzzRLIRYkSTMp6McbUaN8bj55kabfqdS/yjAf3q0dLQZNeZoXLajTahzmoUQW6KjUayNv4uB5623gNgs/mQqtYAgwKj2fo42o8bkmm2cT893tBl1SrU+1ZmZmbVy8WeeeYbHH3+82DGTyUSfPn34888/a+Uais2G6fDhWpnLkegjItAHByM0g1QeldpBFAR6hHjiZmj8GTYHzmc26aaiVRZis9lMnz59uO2224iPj0eWZeLj40lLSyMrK6vYIzU1lZiYGE6fPl10rsVyuUzfhQsXSE1NLTa/wWDgwIEDmEymomNWqxVrdT1aUWwSC3Wuw4aqi3QqVUYjigxq4+NoM2rM4bjsJp1PXGUhNhgMzJ07l71799KxY0cOHTpEcHAwfn5+eHl5FXv4+/sTFhbGqFGjAJg5cyYGgwFBEBAEgWXLlvHTTz8V/SwIApqLC1E333xz0TG9Xs/3339frRcoiCKFx09U69yGhOvw4fZ7TRWVKmCVZIa3a/zhieOJOYhNeMGu2kV/MjMzWbNmDffccw9paWnodDr0ej2LFy/m4YcfJi8vD1mWsVgsSJKEj48PiYmJ5ObmotfrAXjkkUcwGAx8/PHHxeYOCwtj3rx5XHONvTC01WrF19cXLy+vKtupyDKn+vRFKSiozstsEAhGI+337kHQ6RxtikojJCm7kAHv/uVoM2pEgLuBPS+PcbQZdUa1g0deXl7ce++9APj5Xf7G1V0UCycne7sfZ2fnoudatGhBixaXK4aJooiLiwtHjhxh0aJFfPrppwQGBqLRaPDw8CA0NLS65hVhjY9v1CIM4NKvnyrCKtUm0MOJCD8XzqY23gWvlFwzFpuMvonU0LiaKr2qnJwchg0bxm+//VYrF//555+ZN28eycnJ/P7773h723cC2Ww2br/99hrPrygKlnPnynx+Z34+10afLXF8fU4O10WfZUDUaWYmJWKuZl2HVJuNAVGnWZBxucNuvixzX2ws10af5Yz5cqnCn8pZAHUZOqRJZH2oOAZJVhjWyMMTigLxWY3boSqPKglxYmIieXl5TJw4kT59+pRYaKsMFy5c4OTJk0RHR5OamkpKSgrp6en4+vqSkJBATExM0aOwsIZ7zG02LBfiSn3qjNnMc4kJSFdFZv7Jz+e5xAQGu7gwOyiIU2Yz76WkVOvy76Uk46PVcq/X5a2mW/JykVEY4erKjxfF91RhIeXFh5x791Y9YpUaMbK9v6NNqDFnUvKRm2gefZVCE+3bt+fAgQMsXLiQ33//vVhIorK89NJLLF68uNTnwsKKb8k8cuQIXbp0qfI1ihAErAkJJQ4fNpmYFneB1no96VfV9J2blsZgFxdeDQgEoJVOz03nopnh64tvFQrt7MjPY31uLvODW6G7YpEt3mqll9GZvs7OfHexCNHKnGwe8y3jd6nVYmjTptLXVVG5Go0oMCDcB4NWxGxrvClg59PzkWQFUdP0Fu2qHHARBIH777+f33//vVoX/Oabb7BYLMiyjKIoKIrCE088wX/+85+inyMjIwHw8fGpUfNAQavFGh9f4vh+UwHP+/tzp6dnseP5sszhQhM3ul/u+9Varydcb2BPFeLMhbLM/5KTGe3qymAXl2LPKYAogADIKGTabDgJIs5lbNQwhIer3rBKjdFrRcJ8XSoe2IA5n17QZLc6VzvyvW3bNj755JNi+b6VwcnJieTkZIYOHcqOHTsA+Oeff+jTp0/RmPR0e0z1t99+49prr8VWg04UpXnE93l5M9HDs8TxNJsNGWhvKN6aPliv47yl8m3K52Wkc8FqRQSeT0hgYUY6lotxZj+NlhiLhfMWC35aLb9mZ3OLh0eZczl17tRsOtmq1C2tfZwrHtSAic0oaLK5xNUW4m+//ZY33niDjCrW+FUUhQceeIDU1FS6dOnC2bNn2bdvHyNHjiwak56ejl6vZ+TIkezdu5ennnqqumZiKyW+W9Yf06zYxdJNLF5Ux1kQyZAq92WQZrMVhRySbDYSbFZmp6Yy+UIsFllmuKsrkSYT76emcJO7B8k2K8EX0/lKw6lTJ1BbIqnUEElWCPFu3B7xhQx1sa4Yqamp/Pzzzzz33HO0bFm1oiIzZ85k9+7drFq1Ck9PTz744APCwsIYOHBg0Zj09HS8vLzo2LEjixYtYu7cudXe8mxLT6940EX0gv3XcXUIShDAXEmvdHVONoWKwot+/vzcOpQfQ1rzectgDhUW8ntODr5aLevCwtkcHkG2JDHK1Y0n4uMYeiaKPQUl04ucunYFtQi8Sg2RFaXRe8SZBZW/K21sVEuIv/zySwRB4KGHHqrSebGxsXz77bf88MMPtG/fni1btvDNN9/w1ltvIV4RI70kxAA33XQTf/zxB6NHj66ynVJODlQh7cv74q6+JGtxDzRLkjAKlftVxVisOAtisfjzCFdXArRaTpjtWSDOooi3VsueggL0gkC0xcL93t7ML+VLwxAaqtaXUKkxWlFo9DHinMKme2dYZVcrMzOTOXPmMHHiRLy9vVmwYAE6nQ6tVosgCOzZswdFUfjpp58AkGUZm82Gr68v119/PTExMeh0OrZu3cqECRO48847mTRpUrFrnD9/vtguujFjqrejpireMIC7RkMLrZZIk4luF7tgKIrC8cJC+hor5004iwIBOi36qxbfDIJQLHvisMlENycnEm1WOhqcGOnqxi9ZWcXOEZyc0Fy1oKiiUh0EQSC8kQuxJCvkm224NIEiRldT5Vf0wgsvkJmZyX333QfYtylfEuJLdSK8vLx49NFHAZAkCYvFwpAhQ7j++uvJz8/n3Xff5cMPP2TChAksWLCgaO6PPvqIkydPsnTpUu6+++4av7jS4sMVMdbNjaVZmdzq4YGrRsP63FzSJYmBLpV7E3dxMvJzVhbZkoTHxd9HvNVCgtVKN6fLRbrX5OTwjJ8fm/Jyy8wh1l2xC1FFpab4uzuhFQVsjbjtUG6hKsQoisLgwYM5ffp0USGfqm66yMvLIyoqinfeeYfnnnuu2G1369at+e2333j66ad5+umnqzRvabbKublVPu9Bbx/W5eRy+/nzdDU6sSE3l5GurnS+uGU7X5Y4Z7HQRm/AqZSUs2tcXZmr1fJYfBxTfXwwywpz09II0um4xtUVsO+4c9eIGESRIK2OE+ZC/srNpeVVaWragIBqvHIVldLRiAItvYycT2+8i15ZBRYCPZwcbUatUyUhFgSByZMnM3ny5GpfMDg4mBUrVpT63C233MItt9xS7bmLIcvV2hbso9WyLLQ1H6WmctpsZrKXF4/4+BY9f6ywkPsuXGB561A6OpV8Q+hFkR9CWvNhagovJyZSIMv0NBp5LaBlUbjir9xcbr2YPtfDaCRCr+e7zAxmBxVvga6txoYZFZXyaO3t3KiFOD2/aS7YNT0f/xKKgmIpX4gneHgyoZR8Yn+tjvdaBJU8Aejn7MLx9h3KnddPqy3zfIA7r4h/awSBT1oGlzpO6+eLIklqjzqVWkFWFEJ8XCAqzdGmVJvMAguSrDS5jR1Ns5QRXBTixv3tqXFzh2oWHFJRuRpJVvAwNu5dmjkma5OsN9F0hRgafcUyQacrtxiQikqVUEDfyOs0mG1yk+yf22SFWFEU5EbuEQv6xu29qDQsFECnadwfeakRZ3yUR+P+q5SDIAhNwCPW07j9F5WGhq6RF1ZvqkLcdBfroNHHiAW9Tu1Tp1JrCALc0z+E8T2qVpagIeGi19DE1ukAVYgbNIJOFWKV2kMRIFWSirbaN0baa50IqmS5gcZE0xXiJhCaUFGpbdanZTPzTMnSsI2FNyKCuD/Yt+KBjYym99VyCUVB0DXu7xk5L19NX1OpVRp7iFXTRO8Qm64QA6KLq6NNqBFSXtW3aKuolIelked+aZumDjdtIda4uTnahBoh5+aqMWKVWkMjCKRZGncpSY0gNMlMoqYrxKKI6NbIPeLcPFC3N6vUEhpBIKWCbf8NHa0gQBOU4iYrxIJGY98i3IiR83LVovAqtUpjF2JvnbZEB52mQJMVYgDRo3ELsXRVoXgVlZqSYm7coYkWBl2TbCDapIW4sXvEltgLjjZBpYnR2D3iAEPT3PbfpIW4sceIrQkJKJLkaDNUmggWWSZXatzpkN66prlm0qSFWFPJ9kYNFpsNW3Kyo61QaSKkNPKMCXetpkQvyKZC03xVFxGMxkaf/mWOPofSyHM/VRyPrCgczzM52owaEaBv3Bu0yqNpC7EoormiG0ZjxHI+BsXWuD0ZFccjKVRJiBVFIePRyWS+/HjVrpOUQOaLM0i5YTDpD9+DNTqq6DnbuTOk3X0jGU9PQym02yIX5GP6c12l5vZvwmVhm7QQA+hDQhxtQo2wxMSorZJUaoxOFDiVX/liP6bVv2KNOoHbjGcrfY5isZD5/CPIaal4vPYe+p59yXrhEeSLO0QLVizFMGgEyBLmf/4GoHDDKnQR7Ss1v5/qETde9K1bO9qEGlF49ChCE42LqdQvRyrpEUsZ6eR98xnOt92LtmXlHRnTptVISfF4vvsZhgFDcZv2BJqgVpjW2JsFS0kJ6PsPQdelB1JSPIqiYIs9hzYsolLz++t1SE00TNekP+GK1YqukXvE5uhoFLXwj0oNyZckzhaYKzU29/MPEJyMuN79YJWuYYnci757bzR+AUXHDENGYoncY/9BkUEUEAQRRVaw7N6Ood/gSs/vr9c2WSFuur4+gCiib924hFgXEoLHzTfjMngQ+og2iK6uCE2xErZKvaEoCodyTZXqf2iO3IN5y0Z0nbuT8/FbiL7+ON8yCY2PX4Xnymkp6Dp2KXZM0yIYKT4WANHbD+nCeWzxsRj6DsS8eztuT7xU6dcRYNAhNsHtzdDEhVjQaDCEhzvajLIRBFyGDsVt3LU49+yJpkVLtE56AEy5Fs5HZZF4NomAMHfCe/ihaeRtblQcg6TA3qy8So3N+/oTAOTsTAQnI4XbN2Pa8Dven31XYZhCMZsRXIsX2hKMRuSsTACcrr2RrJefQPT0wvnm21BMBVUKu7Vy0qNtok5JkxZiAF1Iw4kRi56eeNx0I67Dh2Po0AGNpzei1n6blpmUT/yeFJLOZpN4Npvc9MsLK2E9fGnbJ6CcmVVUykYrCmzOqLikqvX0cWxRJzAMHonHrA8RBAEpKYH0h+4m/7uv8HjlnXLPF3Q6BPGqhWVBQDHbQyKG3gPw+2k9gtFI3ndfYRx3M+kP3g6A53tz0fj6lzt/Rxdjha+hNH744QcmT55cpXO8vb1JT08vduz+++9nxIgR/Pe//wXsdxqSJKHVXpbRTz75hLlz5xIVFUVVaPJCrHF1QePp6ZC6DYbOnfG46SZc+vVF2zoUjbMRQRCwmiWSorNJ3BVDYnQ2yedysBaWvYMuMSobRVHUAkAq1SLPJnEgJ7/CcbYL5wFwvuO/Re81TWAQhn6DsEadqPB80csbKbX4BiQlJ9uez3/FGDk3B0SRwu2b0Ya3BaBw42pc7n6gzLn99Vo8qrmrTqvVotFoSEtLKzrWo0cPXn75ZW6//Xa6devGq6++yu23278U5s+fz+zZs0vMs3r1agIDA4t+/vnnn7nrrrswmUw4OTkBoNFosFSjRVuTF2Kwx13rXIj1etzHXoPbmDE4de2Kxi8AzcV0m9yMQs4fySLxbCxJ0dlkJORTlTWHwnwrydE5BIS5q/FilSphkxX+Ss9BqsT7TXCyC6YmKLj4cb0BQVtxDq82oh3mHVuKHbOePoF4VXzZtG4lxuvHU/DT9+i69wYFbKeOlTt3Bxenil9AGeh0dts9PT0v22W14uXlhaenJ6Io4uzsXPS80WgsOufqedzdL9evMRgMxf5/ieo4TM1CiPUhIRQePlyrc2pbtsTj5ptxHTwYfZs2iG5uiBoRSZJJi80l4e8EEs9mkRydQ0FOzZuYnv03hYCwxl3ESKX+0YoCf6bnVGqsrn0nEARsZ0+j8bb3hVMkCcuRf9F3713h+YZhY8j/YR7m3dsxDBiKnJdL4cbVGIaPKRqjSBJSYhza4Ishw0o6JB1djUiKUq1WSaWJamZmJr6+Zfe+uzLccOU8V4rupXlr4061yQuxYrViaNumxvO4DBqE23XjcO7VC03LYLRO9j9IYb6V2Kgsks5GkxidTer5XCRb7aebRR9MZfCtbWt9XpWmjawobKlEfBhA4+uP05jryfnwf7hOfRzR0wvTqmVIyYk4T7wLOTsLKSkebZsOpW4y0oW3xen68WTNeh6nIaOwnjiCYi7E5Y7L8Vnzjs0YBo8EQAxogfXgPgC0YeV/Rju4OCFXU4ivJjExEZPJRGhoaJXOs9lspQp0bdDkhRiNBmP3HlU6RXR3x/2GG3AbOQJDx46IXt5otBoURSEruYD4vWkknc0mKTqb7NT62b+fk1ZIRkI+Xi2c1VixSqWQFYWjeSbSrJXfIu/+3Ezyf5hH/oLPkdLT0AaH4Pm/j9GGRmDasIqc/5uJ36ptJbIjis5/+jW0rcMp3LwBTUgYnrM+RhPQouh525lTuNw/AwDjuJvJeukxAFwfeqpcu3q6OaOrpY1Nf/75J35+foSFhVXpPIvFgqaOdrk2eSEWRBFjt6724j9lBGYNHTrgcdONOPfvjy40DI2zM4IoYLNIJJ3LIXFvLIln7YtqFpPj6j6cjUyh93WhCOqOZ5VKoACrUrKqdI6g1eF6/wxcL4rllRjH3Yxx3M3lny+KuNx2Ly633Vvq864PPFr0b41fAD7f/FKhTUZRoG0NYsRXM2/ePO64444qn2c2mzEaq5e5URFNXogBRGdn9GFhWKKjQavF7ZoxuI25BmP3bmj8A9BcLCaSl1XIheNZJJ6NIyk6m/T4fJQG1H886kAyfW+s2re4SvNFAJYlZTjajBrTydVYKyEJgMWLF3PgwAF+/vnnomOiKLJr1y569eqF2WwutdqhLMuYTKZiC361SbMQYkVRCJ77mT3E4O6OqBGRJYW0uFwSticWhRnys2q+qFaXZCYWkHg2i4BQ+2tQUSkLm6xwJK+g0dcgBujh5oysKDVukbR582amT5/OO++8Q1BQUNHxG2+8ka+//povv/ySnj17MmXKlBLnxsfHY7PZiqWv1SbNQ4glGU1wa+JOZpJ49hyJZ7NJOZ+DZG18NRyObI2nxQOejjZDpYGjoNDT3YUDAzvxfUI6PyWmk9xIRbmHuzOyAjXN3GzXrh3PPvssTz75ZLHjn376KZ9++mnRz3Pnzi1x7qFDhwBo27ZuFsybhVslajXkZZlZ+8VhIjeeJ/FMVqMUYbCnsRUWNO6+Yyp1j2LL5MTJV/CQ4nk+LJDIQZ35oWsY1/i4N7ouyP09XGpla3NwcDBvvPFGtc5duXIlLVq0KDflrSY0C48YwNPfGaObDlNu4xYx2aZwfEcCPUa3UsMTKqWiKBJx8T+SkPATCQk/odcH0rbNCwz3vYaxvuGkmK38mJjOkoR04swN+/MQ4qQnxGioeGA5SBf7Pp45c6ZS49PS0pCvqHiYnJzM0qVLmTRpUrFxl8bUxq7XZiPEAC0iPIk+mOpoM2rM8e0J9BrbcGpoqDQ8EuIvL0ZZLEkcO25PDwsI+A+hoQ/zROsInmwdwLbMXH6IT2dTeja2hrMuXcRoH/cax4clSUKSpCqFFVq0uJxy98ILL1BQUMDDDz9cbIzVav8Ss1gsJXbXVZVm41JJNpmgtp6ONqNWyE41ceZACnIj78irUvvIso3ExBWYLaU3nU1O/p09e8bxz44BJCUuZ6C7hgVdwzg8qAuvhLcg1KivZ4vL5xof98puvisTs9mMRmPfB1CZx2effVZUL2Lfvn0sWrSI//znP/Tq1avYvB07duTdd98t5g3bbLYiD7wqCEoz6kyZnVLAj6/vdrQZtYJ3kAt3vtZP3dyhUgxZtrFr9ygKC+MrfY6v71jCwx7H6NIerSjyT2YePySksS41G4sD5cFJFDg9tGuNOzfn5eWRnp5O62p261m7di0dOnQgIqLiTiLvvfceH374IampVbvzblZCDLB45m6ykgscbUatcO3UzoT38FNjxSoAKIqNuLglnI56s1rna7XuRIQ/i1/AzRh0bmRbbSxNymBxQjpRlezuUZuM8nZjSffKtVFq7DSrT7AsK4T3qLjTQGNh75pzajU2lSIURSLm/OfVPt9my+HU6dfZsb0H/x68H0zHeaClL9v7d2RNr7bcHuiFsR7fb2N83LE2oA1VdUmzEmJBgIheTUeIMxMLOLNfjRWr2EU49sJ3WCxpFQ+uBBkZf7N//wR2bOtBbOwCuhitfNqxNUcGd+Hdti3p7Fo3W32vZJyvB7pm4mg0u9AEwHcv7mjwu+gqi4e/kUkz+6vhiWaOTSpg586h2GxZdXYNT4/+REQ8g4t7D3SihsO5BXwfn8bKlCzya9kZaONsYEf/jrU6Z0Om2X16FUUhtFvT8YqzU0wc/PMCcjO5hVMpiaJIxJ7/uk5FGCArew8HIm9nx7ZunIv5knZ6E7Pbt+Lo4C7Mbt+KHm615yWP9nFvsh2bS6PZecSyrBB/KpNVnxx0tCm1hs6g4Z7/DcToqlNjxs0MRZEoLExk956xyHL9L6i5u/WgTZvncPXog07UcjLPxPcJ6SxPziTHVvU0rkus6BFBf0/XWiv209BpdkIMIEsK3z673aElLWubiF5+jJvW1dFmqDiAyH/vJTPzHwdboSW09UMEBd+NQe+HVVH4PTmLHxPT2Ztdcb+8K3HTiJwY0rXJdmwujWYXmgAQNQKhXX0cbUatcjYylZgjaerCXTNCUWwkJK5oACIMYCPm/Fz+2TmQvXtvJC9zBxP83VnVqy07+3dgeis/vCvZ/PNmf89GVw+jpjRTj1gm5kg667864mhTahVXLwN3zeyPTq9RQxRNHEWRsVoz2bX7Gmy2bEebUwYiISEPENzyvxicWiApsDY1i0UJ6fyTlVfmjrl1vdrS3d252YQloJkKMdhjxd+/tJOC7KaRPXEJNUTRfDh46AHS07c62oxK4ewcTpuIF/DwHoZeo+eCycz3Cen8nJRB6hXlOSOMBnYOaD7ZEpdolqGJS3QcFFTxoEbG2chUju9IULMomjCKIhEf/1OjEWGAgoJoDh+Zzva/O3Lq1Bv4KMm8FN6Cfwd1ZmGXUEZ6uyECd7TwxtYMfcNm6xErikJBtoXvX9pZViu7MjlxYT8/75jDG3f9WOx45NmtrN63gDxTNj3Dh3Pb4EfRaStfREVRFHaf2sCp+H8RRZFe4SPo0noAAFn5aXy5/mUAHrnuXTxcfJAVmX9OrGNIpxuLzaPVi9zxaj/cfZzU/OImhizbMJnOs2//BCSpaotgDQ0np5a0afMSXj6j0GsMJJotOIsiHrpmVRQSaMYesSAIuHgaCOlStUW7xMwYvtv8drF6pQAn4w6w8K+36RjchyljXiUhI5rlu76o0tw/7/iE1fsW4OnigyLLfLXhFf45uQ6APac2EuDZigDPVuw5vQmAo+d34+VaMifaZpHZ8PVRFCi1/5ZK40RRJGS5gEOHH2z0IgxQWBjP0aOPsv3vThw/8SJeSgbGZuo4NM9XfRFZkuk6PLjS42NSTvLx70/i69aixHNr939Hx+A+3D7kcTq16svkUS/xz8l15BRUrnnj+dRT7D65gcdv/JDxA6YzefTLDGw/ju3HVgOQnptM+5a9aBfUk/TcRACOX9hLp1b9Sp0vPT6Pv5ecUquzNTEOH5mByRTraDNqncTEZeTnn0ZL88z6adZCLGpEQjp74+ZduVbdZxIPM2HAQwztXLyluNlqIiblJH3bji465ufRkkDPEE4nHKzU3AatkcmjXyLQK6TomKeLHzbZXnxaQUYQBERBQFEUEjLO0cIrtFyhPbEzkchN51WvuIlwOurtKqWqKYrC44/F88rLSVW6zvvvpTBmdHSxx7vvpACQlmZj+rQ4pk+LIz3dvsgmywpr1uRU6RpXYzSG4O09BFFsfmEJaGYdOkpDkaHTkCD2rIqucOyobrciCiK7T20odjynIANFkQnyDi923Ne9BanZcZWyI9ArpJgI5xRksOf0Jvq1uwYAD2cfUrLsc7k7e7P71Eau7/3fCufd9dtZPPyMhHX3Q1RT2holiiKRmLiCuLjvq3TemjW5REWZ+ebbVlU6LyrKzOTJXvTr71x0zN3d7rNt2phLq1Y6+7835XHXXZ7s3l2An1/NpKRl0CRAprn6hs3zVV+BqBHoPCyoUiIlCqX/uiw2+9ZSZ4NrseMGrZFcU9VzPOdtfJ1ZP99HsG8bxvW6B4BeESPYeWINO0+spUNwb7SiFie9cwUzAQr8ueA4aRdy1c0ejRBZtpGTc5iTp16v0nmZGTa+/SaDW2/1pGVLXaXPM5tlYmOt9O1npH17Q9GjRQv7HEnJNnr2MtKjp5GkRPvd2t69BfTrV/06E6JooGXLOxCE5usXNnshBjC66gnvWf1CQFqN/U0qXC3UgoBVqvr+//Yte9HSO4yohINEJx0FIMg7jDcnLeHNSYs5l3ycXhEjmLPqKWYuuYeEjHPlzmezyqyZe4iCHIsqxo0IWbZRWBjHocPTUZSq5bt/8UU6Tk4Ck+72rNJ5Z89Y0GggPLz0bB9Ftre1FwWQFTh3zkJoqL5GaxEB/jei1bpX+/ymgCrE2GNcfW8IhWq+l9yMXoA9xexK8gtzMGgrF3++kuFdxvPUfz6hbVAPlm77uOi4s8EVg85IRm4yCRnnEAUNPcKGsvXIbxXOacq1smJ2pCrGjQRZtmE2J3Ig8i6s1vQqnRsZaWLLlnwCArTM+TiN+fPTi+K5FREVZUanF3js0QSuv+4c/703ll9/zSp63ttHQ1yclfh4Kz7eGjZtzGXsWLcq2XclgqAhNOxRFKX6BYKaAqoQA6Io4B3kWu3uHc4GV7xc/TmbdHnLtKIoXEiLwsOlculxZqupRIZF19aDSM2JR5Ivv0kPndtOj7ChZOSlEBbQiQ6tepORV7nFmNz0QlWMGwGyLCOKWs5Gf4jFklLl8+fPswt3VpZMVpbEyt9ymD4tjvh4a4XnnjxpRqcVuO56N956O5DBQ1z46ssM1q+zL8aNGOHKmjW5rF2bS+/eRrRaAWfn6stIYOB4nI0hCELl6lA0VVQhvogsK/S/ObzaXnHP8GFsP7YKk8We33ng7BZyTZm0b9m7UudvPryMz9e+UEx0U7Pj8HTxQyNefpOeio+kfbC9m6xSjf62uemFrPggkvxsVYwbIpIkkZ2dTUFBPh07vIenZ+npiWVx+rSZqCgLgwc78933wbz/fy34dkEwsgzff59Z4fn/nezFF18GM368B716GZk+3YcxY1xZtcouxGFhehYvacWPi1tx/LiZ4SNcePqpBO65J5Zz56oWPhEEPeFhT6Mo6vtQFeKLiKKAdwsXIqoZK76mx51YbGY+WPEI329+lx+3/B9dWw8ixK8dAIWWAs6nnipa2Lua/u2uJSMvhW//eINTcZFsP76arUd/Y2S3W4rGnE89RYhfewC8Xf05l3yM47F78XYNrJKtuRmFrPjggCrGDQxJksjIyODbb7/ls8/mYjZL9Oi+EE/PvpWeIy7O7vXefodnUdw2MFBH377OnImqeL2iRQsdAQHFF806d3Hi3DlL0bZ5V1cNRqNIcrKNmHP2mPLQoS789lvVFqZbBt2OwRBQcm2lGaL+Bq5AlhX63VQ9r9jN6MXzE78g1L8jiRkxjOx2C1PGvFr0fGzaaT5Y8QgpWRdKPd/bLYAZN7xPfmEuX298jc2HlzF+wDRGd7utaMyJC/vo28aeq9wtdDCKonA4Zicjuk6osr15mWZ+fX8/mUkFal2KBoAsy6SkpLBw4ULy8vIwmUx89tlcLBaJHt2/w9OjT6XmcXKyv3lbtCgupnqDgE5X/htbURQO/muioKD4l3NOjoQkgXRFGHf79nyGDHUhOcVGx05O9OltJDmp8vW9RdGJsLAnKj2+qdNsa02Ux8b5RzlzoOqxucaIzqBh8nuD0RtEBFH9XnYUhw4dYvXq1dhsxcXMaDTy+OOPotdr+Pfgf8nOPlDuPGlpNu66M5Z33g2kb197eqMkKTz4QBzdujnx1NNl3/EpisKdd8Ry9z1e3HyzPYvBZlN4aHocOp3Al19d3oX68UepPPW0H4sXZ2IuVOje3Ylffsnm/f8rueu0NEJCptIm4nnVG76I+lu4CrtXHEZz2Rk84p4OGIxaYo8dBtTaFPWJLMvIssyGDRv47bffSogwcNEz/hyLRaJnj+/x8Ch/zcHXV8voMa589FEqmzfnceBAAf/7XzLJyTYmTvQgO1vi1CkzklTy7ywIAv/5jzvz56WzZHEma9bk8MwzCZw/b2XyZK+icadOmWnX3gBAgL+WY8cK2bvXREBg5fKANRpXwkIfodoLMk0QVYivQhQFvAJdiOjt72hT6pye14bQto8/ketW8etbr7Lxy0+QJQlZat6pRPWBJEmYzWZ++OEHdu/eXe7YgoKCi2Ks2MXYvVe545991o+xY91YsCCD115NJj7Oxqz/BdA6VM/uXQXMeCQek6n0tYE77/Lklls8+O23HL76Mh2NKPDee4EMGOhSNGbfvgJGj7ZvXho02AVFgZ0785kwwaNSrz2k1RQ0Ghe1DsoVqKGJUpBlhdw0E0ve2NNk46etu3hz/cNdOX/kIL+9/ybKxWpy/qHh3Pjki3gEBCKqoYo64VI8eOnSpWRnV36By9nZmccffxSdDiL//S85Of/WoZV1g1bryZDB29FoKrErtBmhftJKQRQF3P2MdBnR0tGm1Ake/kbGTetMVlICa+a8VyTCACkx0fzwwmMc3WwvtanIalZFbXGpdOrhw4f59ttvqyTCcNkztlqhV88fcHfvWRdm1imtW09DFA2ONqPBoXrEZaAoCjaLxKJXd2HKrTgRvrGgdRKZ/PZAFMXCjy8+SU5qcplj2/QbyLiHn0RncELUNO+E+5oiyzKFhYWsWrWKkydP1mguFxcXHntsxkXP+F5ycg7WjpF1jF7vx+BBf6tCXAoO9YjNZjMZGcV3ky1cuJAnniie1mK1WomOjuaXX37h9ttvJzr6cqW0zMyKk9SrgyAIaLQaBk5oUyfzO4o7Xu6LzqBh5ftvlivCAGf27uK7Zx7h7IG9AMiyGjuuKpe84KNHj/LZZ5/VWIQB8vPzmTv3C6xW6NnjB9zdu9d4zvogIuL5Zr+DriwcKsRz5syhZ8+e/PPP5RqrsbGx/Pvv5dhXp06dMBgM9OzZk7feeovc3FwiIyMB+OOPP2jdujVz5sxBkiRyc3NJSkoiIyODrKysYo/ExETOnDlDcnL54nMlokag46AWBIQ1jYIkNz7aDU9/FzZ8OYeE05UThLyMdFZ9+DbL351JXnq6GqqoAoqikJ2dzaJFi1ixYgUmk6nW5s7Ly2Pu3C+w2QR69liEu1u3Wpu7LvDyGkRQi4nNusJaeThUiJ988kmuv/56hg8fztKlSwHQaDTFFonS09P56quvyM7O5vDhw6xfv55bb70VgCFDhvDYY4/x7LPPcuutt/L111/TokULfHx88PLyKvYICgqibdu2fPbZZ1WyUZZkRt7bodHX8h0wIZzWXXzZtfwnTu7YWuXzYw4eYOFTD7Fr+U9INhuyVPnk/eaGJElIksTWrVv5/PPPOXv2bJ1c57IYi/Ts+SNubg2ze7coGujY4V31jqocGkSMeP78+fTt2xc3Nze+/fZbtm3bxuLFizEajfTo0YN33nmH++67r8zzt2/fjqurK+3bt8dkMqHT6dDr9YwdO5aIiAi+/PJLrFYrFosFJycnXFxcypyrNBRFYdeKs/z7R+NsUdO2rz9jpnTizN5/WD3nfarcLfUqPAICGXTrJDoOGYGsyGg0qpcD9jCEoihERkayY8eOKi/GVRc3NzdmzHgYrVYh8t+7yc09UvFJ9UhE+LO0bj1NDUuUQ4MQYoDly5czadIkwO5RODk58fLLL/P111/z5ptvFgmxLMvYbDb0+oq7I48YMYI2bdrwzTff1Ng+m1VmyRu7yU0vrPFc9YlfiCu3PN+LtNgYfpr5AjZL1esjl4VXi5YMvPUuOgwejiJLiM1UkC8J8IEDB9ixYwc5OTVrG1Qd3NzcePTRR9Bo5AYlxq4u7enXb3WDEOGzZ88SERHhaDNKxWGhCUVRuO666/j000+x2WzccsstmM1mXnvtNYYMGUJeXh4vv/wyOp2OKVOmIAiCfQFNo+Hxxx9nyZIl3HPPPZw5c6Ze7BVFGHF3+3q5Vm3h5Kpl/NM9MeXm8Nv7b9aqCANkJsaz7rPZfPfMI0Tt3YUiy81qM8glp2Dv3r3MmTOHdevWOUSEAXJzc/n88y+RJJFePX/Eza2LQ+y4EkHQ0LHj/zWI3ZqHDx+mbdu2/Pnnn442pVQcJsQ2m40BAwbw0ksv0bNnz1IF9dLixpdffklmZibu7u58+eWXvPfee+Tn57N27Vo6duzIyy+/XOf2ihqRkE4+dBoSVOfXqhVEuOOVvgiizIp3Z5KfVTfZJQAZ8RdYM+d9vnn8QQ6sXYm5oABomlkWl7IgCgsL2b17N3PmzGHDhg3k5uY62DLIycm5KMYauxi7dnaoPa1bP4ybW+caNwT94YcfaNu2bdHPEydO5Nlnny11rCRJ5OfnY7UWTznt1q0bY8eO5aWXXipxzqXUQsmBToTDhFin0zFz5kyOHj1Kjx49CAmxN84sKCjg+PHjtGnThlmzZmG1WnF1dcXT017W79K/p06dSnR0NHfddRft2rWrF5sVRWHYne3wblG1GLMjmPhML1w8nVg7531Sz5ffSqm2yElNYdvihXw17R7Wf/4RSWeigMu37o0VRVFQLu6wjI+PZ9myZcyePZtNmzaRl5fnYOuKc1mMtfTqtdhhYuzm2pnwsMdrZRuzKIpYLJdrHcvlZO5cWi/S6/VFd9GXHhs3bmT//v0ljms0GoxGI7t27aqxrdXF4UG9sLAwFi1axBtvvMHSpUs5ffo0QUFBvPPOO9x4443MmzevzHiwl5cXP/zwQ73Zav/DKVw7rQu/vL0PydYwU7lG3N2eFhGe/L3o26Ic4PrEZrVwfNtmjm/bjGdAC9r2H0T7QcMICIsoSn9r6JXeLgmvIApYE/MpOJyG+9gQzp49y7FjxxxsXfnk5OTwxRdf8cgjD9Gr12IORE4iL+94vV1fFPV07vwxiqLUWvGsygp6//79iYqKQq/XV2odCexetNVqJSAgoCYm1giHC3Fqaio7duygoKCAe+65h5SUFI4cOcLtt9+OxWIpCkmUx7vvvsuQIUMYOnRondsrakS8ApwZdEsE23+OqvPrVZUuw1vSaXALjmzexP41Ffeyq2uykhPZt2o5+1Ytx83Xj7b9BtF+4BACI9ohajTIkoQgig4vAHOl8MoWCfO5bMxnsyk8no4tzR4ic+ntT8+ePdm6dasDLa0c2dnZfPHFV8yYYRfjyMhJ5OWdqJdrh4c9hbNzWL2VuMzJyWHRokXMmDEDo9FImzb2TVhxcXEUFpa/uK7T6WjdunV9mFkuDhfi5cuXM2PGDGJiYmjVqhVvvfUWR47YV3zPnDmDoihFYYvSyMvL4+233+b666+vFyEG+4e128hWXDiRSczhtIpPqCeC2nky5LY2xJ88zp/ffOFoc0qQm5ZK5LrfiVz3O1q9gRZt2xPcsQutOncjqG17NDp7N2zJZkMU664+sqIoICmgsd+ayuZLwpuFOToba2IelHKzk787Ec+bIggJCSE2tuGnMmZnZ/P5518xY8bD9Oq1hMjIu8jLq/nOvvLw9OxHSMiDNRLhxMREkpOTcXJyKvq5LPbt28ekSZO4cOECPXr0YPDgwUXP3X333Wzbtq3ca4WHh9dZnndVcLgQL1u2jLFjx9KqVasSz23cuBE3Nzfaty87W2HhwoWYzWY++OCDujSzBIqsMOa+TiydtZv8rKr16qoLXL303DijK3kZqfw++60Gv+HCZjFz4dhhLhw7zK5fl6DRavENCcUnOATvlq3wCQ7Br3Uo7j5+RYIs22QEzcU+7gqXy9leGX6+dOyihy1csRFHkRWkbDPWlAJsKQXYUk1Y4nKxJuZTmfZ/ebsScLuuNd26dWsUQgyXxPhLuxj3XErkv3Unxk5OQXTr+iWV+mWWw5IlS3j11VcxGOw1KaxWK35+xQvax8XFcffdd7NixQruv/9+Xn75ZVq2LF6ky2AwMGPGDObOnVvqdd577716DW2Wh0OF+Pz58/z9998sWrSo6NiVgfhly5ZxzTXXoLlYcObqIL0kSXz66adMnDix3m8vBFFAZxC55oEu/P5RZE33SNQIUSty+8t9kWUry9+ZSWF+w1pAqgySzUZy9BmSo4tnz2h0Oly9ffD0D+TWV98i/0AytpQCRKMWwXjx7SspKJKMYpPt/7bZf0ZSkPKsSFmFSNlmpFxLqZ5upZHBFpdP165d2bBhQ6mF3BsixcX4omecf6pWryGKRrp3+waNxrXGOcPPPPMMzzzzTNHPP/74I6+++mqxMatXr+b+++8nKiqK4ODgq6e4aFPFXnlDKfXqUCH++OOP0Wq13HzzzWRkZDB79mx+++03OnTowNKlS9m1axcrV64sGm+z2Yq9+X/88UfOnDnDF198wZkzZ9i+fTt6vd5+WysIpKSkIIoiP/30E2AXbovFwtChQ4viSDVB1IgEtfGg17hQDqyPqfF81eW2l/pgcNay/J1ZZCbGO8yOukCyWslOTsLgbM9UMR1OpfBU3aXiVUTOX7H4PdCVdu3acfx4/S2A1ZTs7Gy+/PJrHn54Or16LeVA5J3k55+utfk7dfoAF5c29bZx4+GHH2b27NnljrnUEbusvQbp6enlZmDUJw4TYlmWiYmJYfjw4bi4uODi4sLRo0cZMmQIr7zyCvv27eOWW27h5ptvLjrHbDZTcDFHNT09nZdeeong4GBGjx7N0qVLeeihh3BycipWryIlJYVHH30URVGQJInCwkK+/fbbWhFisK/m9r8pjLQLuZw/ml4rc1aFa6d2xrelK5u+/ozYo4fq/fr1hWeAvRealO/YkqTmqCxshVZ69OhRJSFWFIUFCxZgNBqLdpBWhqioKLZt20ZiYiKenp4MHTqU7t3t1dZyc3NZvHgxYI+Hurm5FW2x7t27ZEulzMzMIjHu3eunWhPj0NAZBPhfV+N5apvCwkJ+/PFHfvzxxzLHhIWF1aNFZeMwIRZFkZUrVxYrY7lq1aqif4eGhnLbbbcVO+fKhGur1crdd9+Ni4sLoihy9913c/fdd9e94WUwbloXlv/fAdLi6i8s0Pu61kT08mf/mt84snljvV3XEXgGBAIgO1iIASynsmjTtQ0uLi7k5+dX6pwDBw6QmJjII488UunrnDlzhqVLlzJ48GDGjh1LdHQ0K1euRJIkevXqxcGDB/H19QXszUeHDBnC6dOny80yKi7GSzkQeVeNxNjXdwwR4U9X+/y6ZPv27axdu5YxY8ZgMBh44403WLNmDfv378disZCRkUFgYKCjzQQaQIcOLy+vigeVQmBgIB988AFvvPFG7RpUDQRRQNQI3PR4D1w8K5e7WFPCuvnS78ZQzv27n20/LqyXazoSN1/7Yo2c53ghztkUgyAIdOlSuW3EeXl5/PXXXwwcOBBvb+9KX+fvv/+mQ4cOjB49mlatWjF8+HC6devGzp07AcjKyiIsLIywsLAihyYqKqrCu71LYqwoTvTutRQXl7blji8LF5d2dOk8B0Wpu9t7s9lcrP54Vdi4cSMTJkzgq6++KvHc//73P3r27MmOHTtqamKt4HAhbiqIGhEnFy03PdYDnaFu42Segc6MndqJzMR41nzyf3X6QWgouHh5I1slFKvjX6stvRAp10KPHj0qNX7jxo3odLoqpVcqikJiYiLh4eHFjvv4+JCVlVU05tLuMEVRSElJwd/fv1I52ZmZmXz99XzAiV69luLiXLVQnVbrSfdu3yAIulrNFy4oKODXX3/l5ZdfZsSIEXh6epaaEXX1Ts3333+f//3vf0XH165dy4QJE5g0aRKPPfZYifOffPJJOnTowKhRo5g/f36t2V9dVCGuRUSNiFcLF8Y+2LnWdhRdjd5Jy63P98Jqymf5uzOxFtZesfGGjIu7J3JBw8lSKIhMoUWLFiXSqq4mOjqao0eP4unpyZo1a/jzzz8rVZfiksBeXUw+NTW1KPTg6upKeno66enpuLm5cfDgwaL4cWWw1/qej4AzvXotxdm5cpXJBEFD165zMRgCalxH4moMBgOzZs1i586d3HbbbRw/fpxPP/202KKam5sbmzZtIjIykjNnznD48GHmz5/Pvn37EASBTz75hPHjx3PvvfeycOHCovWiK0ObPj4+bNy4kTvvvJNp06bVS72a8lCFuJYRRYHWXXwYfFv1bvcq4vZX+qDVC6x4/01y01Lr5BoNESc3N+Q8x+drXyJncyySJNGtW/mdMS5V+8rPzyc/P589e/bw1VdflWgRVhqtW7dmz549pKba/86nTp3i2LFjRXn1Xbp04cCBA0RGRhIeHo5GoynKva0sdjGehyC40LvXT5US47ZtXsbLs3+tizDYG0Ps2rWLv//+mxkzZhAWFobZbC62Q27atGlkZGTQu3dv2rZtW/Tl88EHH2A2m1m+fDmPPvooX3/9NYIgsHfvXr744gtWrlyJj49P0Tx6vZ7vv/+ehx9+2OGx4gZTj7gpsu2n0xzZGldr8930RHdCOvqw5pP/49Q/5e8Yamo89NUPiMkK6d81nJSxgKd6Uegs89FHH5Va1CghIYH58+fToUMHbr/9dgRBICsri3nz5tGmTRsmTpxY7vxpaWn88MMP5OXlYTAYKCwsRBAEZsyYUSQolwTqwIEDREREsGHDBrKzs7nrrrvw9/ev9Gvx8fHhoYemoSj5HIi8g4KC0uOywS3voX37Nys9ryMwm83FvpAOHz5M//796dWrFx988AGDBg1yoHWlo3rEdcjQ29sS3qP8W9fKMuiWCEI6+vDPssXNToQBdAZjg1iou5LcHfG4ubkRGhpa6vPp6fZ0xkGDBhXFbT09PWnTpk2523Yv4evry+OPP87tt9/OyJEjAXs5xyu9OicnJ/R6PVlZWUV58x07dmTPnj1Vei3p6enMm/fNFZ5xybSuoBa3N3gRBkrcFXTr1o38/Hx27tzZIEUYVCGuc66d1qXGYtx+QCDdR7fi5M6/2fXr0hrblF1QyNI9B3l95SZe+20jv+4/QqG18vHX08lpfLhxGy8tX8/bazaz+cTlhPlsUyEfbdrOR5u2k2Oye2uyorD7bM22BGu0OqQGJsQF+5KRrLYy47KXqn9dnRmk1WqLdotWhFarpUOHDlitVjQaDcOHDy8x5sSJE3Ts2JGsrCyCg4OJiIgoWtCrCqmpqRfF2JXevX4uJsaBgePp0OHtRlvOtKHsoCuLhm1dI0cQBQTsYhzRq3pi7B/qxsh72pESfYYNX86psU1mm40vt+4iI7+Aewb24ra+3TiVlMq32/dW6kOWYyrkh38O0KVlIFOH9WdI21A2HjvNjqgYAPafi8PfzQV/Nxf2x9jDMicSUvBwdqqR3aJGbBA5xFdjjc2jc+fO6C4WLLqSoCB7E4GkpKSiY7IsExsbW6IuQrnXsFrZvXs3ffr0KTXdMzo6uii7oqZCebUYG42h+PvfQKeOHwCCw6vkNVVUIa5jBFFAEGDsg1UXY6Objv882YOCnGx++79ZSNaaC9G/5xPIMhVy3+A+tAvwpVtwC27v241zaZmcT6946/CJxBTcjU5c26Ud4X7eDG8fTvfgFhyNt4tNRkEBbfx9aePvS0a+fcX/ZFIKHQKrf1dgcHZF0IgNLjQBkPNnLDqdjg4dOpR4zs3NjW7durF69WqOHDlCdHQ0v/76K9nZ2QwYMICCggISEhIq3Ga7Z88ebDZbqd5wQkJCkeB7enoSFxfHmTNn8PT0rPZruiTGouhK3z6/0qXzx0DlawKrVB1ViOsBeyqSXYzb9K7cAopwqdWRYG91VJCdVSu2XMjMoqWnOy6GyxtP/N1cAYqEszzyzdYSXaBtsoLu4q22otgLnwnCxVzY7FwC3N1q9CH2CrJ7j47e3lwalnPZ2ArKzim++eab6d69O5s3b2bp0qWkp6dz55134ufnx+nTp5k/f36x7hNXYzKZ2LlzJ0OHDsVoNJZ4/syZM0WZG+3bt0dRFE6ePEn//v1r9LpSU1PZsmUbGo0rdk9YlYq6xOFlMJsLdiFSGPtAZwRBIGp/crnjb3muN87uen77v1mkxcbUmh2iINjF9AqScux5rR7GisMHbfx9WH/kJDvPxNCndTDRaRkcT0jmzn72OKm7k4HUXPu2Xzejgf3nLnBN55q1svIMtNeZaEjpa1diPpFJeK9w3NzcSuQIazQaRo0axahRo0qc16NHjwo3hRiNRl544YUynx82bFjRvw0GQ1G385rSvXt3xowZA6iecH2gfs3VI4IggADX3N+Jdv3Kbssy6r8dCAjzYOuibzj37/5atSHcz4e0vHz+PmVPT8oxFbLm0AlcDHpCfSvebh7i48m1XdrxW+QxXvltI99u38eQtqH0CLHfHncPCWJ3dCx7omNpF+CHRhRx0tXs+97D3/67aoihCYDsP2JQFIWuXbs62pRaoU+fPkyYMAFQRbi+UD3iekYQBBTsReU1WpET/xRPY+o2KpgOAwI59Md6ItetKmOW6tMtOJCjrVqw+tAJ/jgehcUmISsKYzq2QVOJleXYjCw2nzzL0LZhhPp6cT49k22nz+HpbGRI21BaeLjxyg127293dCzdW7Xgiy27yCowMWVIX1p4uFXZZncfe3y5IYYmAOQsC1KOhZ49e/LPP/842pwaMWDAAMaNGweoIlyfqB6xA7jkGY/6b0f63XQ5RSi4vReDJkZw4cRRNi8sWaikNtCIIvcO7MXjYwbznx6dCPRww0mnZVj78IpPBv48HkXf0GD+07MT3Vu14OYenRjVIYL1R04hXVx0Mup16LUaMvNNJOXkIgoCXYNbsCOqet2kXby8kc2Svb1RGSiKwvhFD3Pfr2XfxpfG5rO7GL/oYdrMHsPw+Xez/OjlKnZJuWlcu/B+rl14P8l59pZYsiKz+GDJL8iC/cn4+fk5tAFlTRAEgZEjRxaJsEr9ogqxg7jkbfS9IYxr7u+Eh7+RG2Z0ITcthVUfvo18xb74uiDE25O2Ab4k5+Qxsn0EzvqS6VelkZqbT+BVXm2Qlztmm4188+UY7pH4JLoGB5KZb6K1jxftA3zJrMRiYGk4e3ggF5TvDf94cBVHkk8zc3TJAi9lsSV6D1OWv8TA1r346c6PmdDpGp5a+w5LD60BYNnR9UR4hxDhHcKvRzcA8OeZf2jhVjIDJHdrHJIkVanWQ0PBYDBw5513Fos3q9QvqhA3ANr2CeCu1/shWS0sf3cm5krWuK0pf5+KxsWgY2i7yhfHdjHouZCRXezYycQUtBqxmJifSU6nbYDvxZ9qltvq5OpW7maO1PwM3v/7a6b2vYMwr9Lb5pTGJzu/Y1zbobwwbCp9grvy5OD7mND5Gr7cswSAuOwkhrTuzeDWvbiQZQ8hbYnew8jwASUns8lISSZ69OjR4DcPXImvry/Tp0+nbdu2aijCgagx4gaAINobYlrMJjTa+vmTZOab2HU2lom9u6DXXt7llW+2kJFfQEtPD0Sx5Aezc1AA6w6fpNBqxdfVhfisHE4lpTKkTSjaiylsFzKyCPbyAMDLxcje6AtYJRkvl5LpV5XBYHRGTjeX+fwbf32GUWfk8YH3VnpORVE4knyaW7sWvxWP8A5h9YnNgD0MIQoCCgKyonAyNZr2vqFlClbu9jh87uxAeHh4me15GhLt27fnlltuKdbRRsUxqL/9BoJGq8XFw4u73/mY8F796vx6G4+dxt/dlT6hxT3I4wnJfPLnTsxlNMYc3j6cm3t04kJmNltPRROXmU3/8FZc1+1yp+1TSan0am3P/e0cFIiCPVQxpG312tLo9E5lLtTtiDnAqhN/EewRwIsbZ/Pu1q+K4rnlcanMZKYpp9jxU2nnCHSze/L+Lj5EZ17gXOYF/F19WHZkPbd2KbslkOlgKjZL2VueGwqCIDB8+HDuuusudDpdpbdbq9QdqkfcgBA1GgRBYPzzr7Hz50XsWbmsxOaJ2uJS3u/V9A1rRd+wVmXbKAgMbRdWbjhjTKfLJUCddFoeGTmw+oZi/5IqK3Xtna1fApBekIVR58T609v4+cg6frvniwrDFANa9WDB/l8Z13YobX1D2RS1g7Unt3Jfb3tVtJs6juKWxY8iAN/e8i5bovfganAud07ruRw6duyIwWDAbC7bi3cUBoOBiRMn0q6dPbdbDUc0DNQymA2Y2KOHWPfZbPKzHNe1uCHw9NLVZK+NJm9nQrHjh5NOccP3U7m27VDmT3gLQRC4kJ3IDd9PY3hYXz676fVy5z2Tfp47f3qK1PwM3PTOZJvzEAWRLQ8uItzb/mWUXWjfoLHk0GqGhfZl5l+fkpiTwre3vEsHv5KZJrqWrvg/2oPff/+dgwcP1s4voJbw9fVl0qRJeHp6qqGIBob612jABHfswn0fflkvoYqGitHdA0EUSl2si864AMBD/e4s8uxaebRgRFg/jiVHVTh3G5/W7Ji+lK/H/49nhz6AgMDEztcUiTCAh5MbLnojcdlJnEo7h1bUcF374Sw8sLzUOa3xeUgFVnr27Fmdl1tntGvXjmnTpuHh4aGKcANE/Ys0YESNBr2zMxNeeJ3R9z+MVlc/jUkbEt5B9vBCaZXXnHX2LdkhnkHFjjtpDeg0lUvHc9IaGNduKCabGZ1Gy1ODp5QYs/7UNq5rN5y47CR6BXVmWGhfLmSXXU+48Gg6rVu3xsPDo1I21CWiKDJ8+HAmTZpUpfKbKvWLKsQNnEveS7drruPe9z/Bt1VrB1tUvxTVmShFiLsFdkBA4HjK2aJjkiyxN+4wPVt0rPQ1TFYz3+z7hXt7ji8h6gA7zx9gSGhvoHKJeDl/xCDLcoVtlOoaPz8/HnzwQUaMGAE0/Jq8zRn1L9NIEEURz8Ag7nlvDj2uvdHR5tQbHn72nWpSKQV/At18mdh5LC9s+D9WHv+T7TH7efj3mcTlJHF/n9vINGVzKPEkklz+5piFB37FLFl5YtDkEs8dSjxJt0B7ictgj0AOxB9lS/QeWnm0KHM+Oc+GlGl2WHhCFEWGDh3KQw89REBAgLog1whQhbgRIWo0iBoto+9/iNteexuvFiW9t6aGm489lUzOLz2d7oPrXuDWLuP4YNt8pix/kXOZcXw78R3a+Ybyx5l/uPGHaeRZCsqcP6swly92L+axgffiZXQv8fzWc3uY0PkaAMa2GYKsyGyM2saU3reUa3f+3iS8vb2rVAC+NggICGDatGmMGjUKjUajhiIaCWrWRCNFlmwoCuxduYy9K5dhszbMEpE1ZeJLb9K6Q3cS3tjlaFOqhggtZg1i/4H9rF+/vs4vp9VqGTp0KEOGDAFQBbiRoXrEjRRRo0Wj1TJg4h1MmfM1YT36ONqkOsHo5t4gWyRViAxSYj7dunWrc1Fs06YNjz76KMOGDVO94EaKKsSNHEEUcfX2ZuJLb/CfZ1/Fzad2ukY3FCqqM9GQydlyAaPRSJs2bepkfnd3d26//Xbuuece3N3daxQLliSJlStXEh0dXeHYs2fPkplZMrf9scce48cff6y2Dc0ZVYibAKJo94DCe/Xl/jlf0/fmWxA1TWPTpMFoRMptnGGXwuMZ2MzWWt/yrNFoGDhwII899hjt29u3ltc0I0KSJCZMmMDGjRsrHPvCCy/QoUMHli693FHcZDLx3XffodVqsdlsxR5ms5ns7OxyZlRRhbgJIWo0aPV6hk66j/vnfE3HoSMbfa8xrc7QYDtzVAbrmWzat29far+5qqLRaOjbty9PPvkkY8eOrdU6EXq9HkEQMBgMFY798ccfueOOO5g0aRIPP/wwAD/99BN5eXlF9SuufDg5OTXaOs31RdNwm1SKIQgC7r5+XP/oMwy89S7++flHTu3agaKU3y24IaLR6hpnjPgi2ZvOE9DJh86dO7N/f/XaXmm1Wnr16sWwYcNwcXEB6qZGhCiKlfKsnZyc+PTTT+nevTuBgYFIksSHH37Ixx9/zIMPPlhivCzLDbLuRkNCFeIminDxA+XhH8gNTzzPwNsmsfPnRZze80+dFRKqCwSNWGoOcWPBllyAlGfv8lxVIdZqtfTu3Zthw4bh7GwvNtSQcoIfeOABAL766isSExO54447sJVStU+r1eLn17TWLmobVYibOJc8HM/AIG566iXS42LZ8fMizuzb3eAF2dXbB0EUGrVHDGA6nEbw4GC8vb3JyMiocLxOp6NPnz4MHTq0KKRRXwK8bdu2YmIqSRKFhYV0796dESNGsHv3blauXMlLL72Eh4cHx44d45lnnmHo0KEEBZWe1z5o0CB27txZL/Y3VlQhbiZcEmSvoJb855lXSI2NYd/vv3J69w6kMmoPOxrvlvbiO405RgyQ/UcsLgNa0K1bN7Zu3VrmOL1eXyTATk72Ohr17QH/9NNPrFixouhnm82GxWLhiSeeYMSIEVgsFrZs2cK3337L22+/zV133cWSJUuIjY0lKCiIBQsW8Mgjj3DvvfcycOBAfv31V+bNm1evr6Ex0rhXclSqzKUMC5/gEK5/7Fmmf/UDg26bhIunl4MtK4mn/6XtzY1biCm0IWUUlrnl2dnZmSFDhvDUU09xzTXX4OTkVFS4vr754osvyMrKKnrk5eVhsVj44IMPABg2bBh79uxhzpw5nDlzBhcXF2644QYyMjLw9PQE4JZbbmHx4sUAFBYW4uzsjMViQZYb3xpFfaHurFMpalQatfcfDv2xngvHjzSIsMWQO/9L/wm3k/C/3Y0+POEyKAivmyNYsGABsbGxCIJAREQEvXr1on379giC4PCiPFqtlm+++Yb77ruvUuOzs7MxmUy0aFF23Y0r2b59e9HOP5XiqKEJFcSLKVBt+g2k/cChZKckc+iPdRzd+iemHMflf7p6+6IoSoUdnBsD+bsTcL++NQMGDCgSYDc3NyRJapQ74Q4dOsSNN97IkSNHiI+P5+mnn6Zv377cd999fP755zzyyCNotVo+/fRTLly4wKxZs/D29na02Q0WVYhVitBc3ATi7ufPkLsmM+SuycSdOMqpf7ZzZt8uCrKz6tUeFy8vlEJbTZtAOxzRRYexqy+CDTp16oQsy0Xeb2MUYYA5c+bQuXNnPD098fT0JCcnh5YtW+Lt7c369etxdnbm2WefRZZlfH19K+01N1dUIVYpwZXxyeCOnWnVqStjHnyEhFMnOLVrO1F7/yEvI73O7XB28yizaWhDR3DSYOzsi3NPPwzhniBQ9IXi6BBETUlMTGTp0qWsXr266FhqaipeXl4IgsCnn37K3r17AcjPz8fd3R2z2VypzSLNFVWIHYzFYkGvb7idNy4t7gG0aNeBoHYdGDVlOklnTttFed8uspOT6uTaBhcX5NxGIsSigD7YFUOYB4YIDwwRniAKoIAgXlx0azgpwDXirbfeok2bNlxzzTVFx1JTUxk3blyxcY8++mjRv/fs2cOaNWvqzcbGhirEDuTrr79mzpw5rFy5kvbt2xMfH09GRgY6XdltfmRZxmQy0bt37xLPjRs3jv79+/Pmm2+SlJREhw4d2Lx5M7169aoVe6/05ALC2+Af3obh9z5AXmYGsUcPEXfiKHHHj5KZGF8r1zMYnZGSCmtlrlpHI6APdsMQflF4W3sg6EQU2e72NlTxtVqtHD58GIPBgFZb8uOfmJjIyZMnSxy32WxotVrMZjPz5s1jwYIFxZ4/fPhwiawIRVEYMmQITz/9NBMnTqzdF9LEUIXYgYwfP56FCxfSv39/lixZwu7du5k9ezY6na5E6pIsy+Tm5uLm5obJZMJqLekpXpmI7+TkRHZ2dp1524IoFmmMq5c37QcNpeOQEQiCgCk3lwvHDhN34ghxJ46RGhtTrSwMrU5PYV5urdpdbbQChhB39GEeOEV4oA9xR9CWFN4iAW6gpKenM2DAAIxGY4kQiaurK++//z7vv/9+ifPMZnvHkR9//JFHHnmESZMmFXve3b14Uf2YmBi6du2KoiiMGzcOL6+Glx7ZkFCF2IEEBATw559/MnnyZAICApg1axazZs0qdWxMTAxhYWEkJCTg6upa5pyO2gKruaLam9HNjTZ9B9C230AEUcRiMpEWd5602POkx8WSHn+BjLgL5KanljunqNU6JEYsuujQ+hrR+hnR+RnRt3ZH38oNQSOiSAqIl3/PDV14ryYwMLDUL/Gq8Mknn1Q4JjQ0lF9//ZXevXvj6+tbo+s1B1QhdiBpaWn4+vqyfPnl1uyxsbFYLMVrK0RERNTK9Xbv3o3JZGLkyJG1Ml95iFdkA+iNRoLadiAgrA3CFYVlrGYzGQlxpMXGkB4XS05qCnlZGeRnZpKfnYWgEetkV52gE9F4GNB42h9aTwMaLyd0/s5o/YyITvaPhaIoICmgubx4KWgal/A6kmuvvdbRJjQaVCF2EFFRUfTo0YOHHnqIN998s8jLHTduHCdOnCg29mphvsSRI0cQBKEo1ldQUHpvNkmS+OSTT3jxxRfp2rUru3fvLjcOXVdoropJ6gwGAsIi8AtpDQjFxBvsQuhxbWtcB7VALrAh51uRTTZkkw3FIoEoIGhE0Nr/L1z8PxoBQStefAhQ9G8RjZse0VjcDkWyxzYFTfFbdUEQQKsKr0rdowqxgwgPD2fWrFm8/vrr/Pzzz+zbt48WLVqg1+v59ttv+e9//8vff//NmDFjyhTNe+65h7NnzxYJcX5+PmPHji02Zt26ddxxxx3k5+fz+eefM2XKlFIXaRxJWUXsBUFAcNYhOttfv6IoICv2NLAr0sHsg6/8v2D/r5JhmqsFWEWlvmlYn8hmhEaj4ZlnnmHMmDEsW7asKOFdo9EgiiJarbbC/mOHDh0q9vOYMWNKjPnmm2947rnnuO+++xziBdcmgiCAGhpQaYKoQuxgunfvTteuXets/hUrVtClS5c6m19FRaXmqPdkDYCpU6cyc+ZMwO71XcrljI2NdbBlKqVR06wDFZWrUYXYwaSnp7N06dKirriSJPHyyy/TsWNHJk+erJYObGCsXr2a0NDQcgu8XyqmXpW/nSRJ5OfnoxZDbJ6oQuxg5syZg6IovPLKK4A9Q2LhwoUoisLWrVsRRbFSHlhiYmKpLc5VapeBAweSmZlZVJ+3NPbt24fRaESj0RTV7ajoodVqcXV1JTk5uR5fjUpDQRViB5KRkcFnn33GlClTirrc+vj4FO1SGj58ODabrdRFtqioKObPn8/UqVPp2LEjISEhHD9+vMS4qz2s8ePH88cff9TBq2ke+Pr6Mn36dNq1a1fs+CWP1mQy0bdvX3JzczGbzSiKgqIo/Pvvv/j4+KAoStEXZm5ubtHzl85Xux03T1QhdiCvvvoqOTk5PPXUU0XHtm3bVuq+/KtziTMyMnjmmWew2Wy8//77ZGRk0K9fv6LbYRcXFwRBYOHChURFRXHmzBkWLVrE77//Tm5uA9k23MB5/vnnS/Ve58yZw/3331+qR/vaa6+h0WhwdXWt0vZyURRxdnZuUM1BVeoPNWvCQeTk5LB582auu+462rZtW+a4rKws7rnnHqKiovDy8ipqp96/f38SExOLfgZ7PYDCQnuRHJ1OxzPPPMPnn3/Oxx9/DNg7MNx1111MmDChDl9Z08HFxYWQkBD27NlT4dhLLePL236uolIWaqskB1JYWMiFCxfKFWKA119/nZycHCZPnlxm3zOV2mf27NnMmTOHuLi4ap3fvn17Tp8+XamxAwcO5J9//qnWdVQaP2powoE4OTlVKMIAs2bNYs6cOaoI1zNarbZGqWp6vZ7PP/+czMxM1q5dS2hoKJmZmcTExAAQFxdHZmYmn3/+eVHXZpXmiRqaUFEph5qkD+r1epydnfH09CQ5OZmwsLCiTscAHh4euLq64uzs3Oi7dqjUDPWvr6JSBoqi1Kin3JULb6tXr6Z///61YZZKE0T1iFVUyiA3Nxej0VjjeSIjI1m1ahUHDhwAKEpHnD9/PkajUc0dVlGFWEWlLOLj4/H396/RHJmZmUyYMIFJkybRvXt3wJ6NccMNN/DGG28AxXu7qTRP1NCEikoZ7N+/v8TGjari5eXFggUL+OKLL4odX7NmDdnZ2WRnZ1dqwValaaMKsYpKKZw4cYLIyEiGDh1a7TkuZYaOHj1azS9WKRdViFVUSuGVV17BycmJ8ePHV3sOm83GlClTKqwzMWXKFCRJqj3jVRodqhCrqFxFZGQka9asYerUqTWKEZvN5qICTuU9Fi5cWLQjUqV5ou6sU1EphUOHDhESElKjNvC5ubkYDIYq1ZxQaZ6oQqyioqLiYNTQhIqKioqDUYVYRUVFxcGoQqyioqLiYFQhVlFRUXEwqhCrqKioOBhViFVUVFQcjCrEKioqKg5GFWIVFRUVB6MKsYqKioqDUYVYRUVFxcGoQqyioqLiYFQhVlFRUXEwqhCrqKioOBhViFVUVFQcjCrEKioqKg5GFWIVFRUVB6MKsYqKioqDUYVYRUVFxcGoQqyioqLiYFQhVlFRUXEw/w8OspuCL2pJPgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(4, 4))\n",
    "\n",
    "plt.pie(values,\n",
    "        autopct='%.1f%%', # 显示百分比\n",
    "        pctdistance=0.8, # 百分比文字的位置\n",
    "        labels=citys, # 添加标签\n",
    "        textprops={'fontsize': 12, 'color': 'k'}, # 设置文字大小\n",
    "        #甜甜圈的设置\n",
    "        wedgeprops={'width': 0.4, 'edgecolor': 'w'}\n",
    "        )\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 多个圆环"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1 = pd.read_excel('data/plot.xlsx', sheet_name='pie1')\n",
    "df2 = pd.read_excel('data/plot.xlsx', sheet_name='pie2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>省份</th>\n",
       "      <th>销量</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>广东</td>\n",
       "      <td>12932</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>山东</td>\n",
       "      <td>9622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>湖北</td>\n",
       "      <td>9505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>江苏</td>\n",
       "      <td>7898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>浙江</td>\n",
       "      <td>7675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>河北</td>\n",
       "      <td>7315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>广西</td>\n",
       "      <td>5164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>上海</td>\n",
       "      <td>5132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>北京</td>\n",
       "      <td>4885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>四川</td>\n",
       "      <td>4468</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   省份     销量\n",
       "0  广东  12932\n",
       "1  山东   9622\n",
       "2  湖北   9505\n",
       "3  江苏   7898\n",
       "4  浙江   7675\n",
       "5  河北   7315\n",
       "6  广西   5164\n",
       "7  上海   5132\n",
       "8  北京   4885\n",
       "9  四川   4468"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>省份</th>\n",
       "      <th>销量</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>广东</td>\n",
       "      <td>21600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>山东</td>\n",
       "      <td>7800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>湖北</td>\n",
       "      <td>9505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>江苏</td>\n",
       "      <td>7898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>浙江</td>\n",
       "      <td>12240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>河北</td>\n",
       "      <td>11760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>广西</td>\n",
       "      <td>5164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>上海</td>\n",
       "      <td>33776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>北京</td>\n",
       "      <td>42010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>四川</td>\n",
       "      <td>4468</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   省份     销量\n",
       "0  广东  21600\n",
       "1  山东   7800\n",
       "2  湖北   9505\n",
       "3  江苏   7898\n",
       "4  浙江  12240\n",
       "5  河北  11760\n",
       "6  广西   5164\n",
       "7  上海  33776\n",
       "8  北京  42010\n",
       "9  四川   4468"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "citys1, values1 = df1.省份, df1.销量\n",
    "citys2, values2 = df2.省份, df2.销量"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 10))\n",
    "\n",
    "# 第一个圆环\n",
    "plt.pie(values1,\n",
    "        autopct='%.1f%%', # 显示百分比\n",
    "        pctdistance=0.8, # 百分比文字的位置\n",
    "        labels=citys1, # 添加标签\n",
    "        textprops={'fontsize': 12, 'color': 'k'}, # 设置文字大小\n",
    "        #甜甜圈的设置\n",
    "        wedgeprops={'width': 0.4, 'edgecolor': 'w'}\n",
    "        )\n",
    "\n",
    "# 第二个圆环\n",
    "plt.pie(values2,\n",
    "        autopct='%.1f%%', # 显示百分比\n",
    "        pctdistance=0.8, # 百分比文字的位置\n",
    "        textprops={'fontsize': 12, 'color': 'k'}, # 设置文字大小\n",
    "        radius=0.6,\n",
    "        )\n",
    "\n",
    "plt.legend(citys1, fontsize=6)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
